The graph represents a network of 4,451 Twitter users whose tweets in the requested range contained "marketing research", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 07 August 2020 at 09:22 UTC.
The requested start date was Friday, 07 August 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 7-day, 1-hour, 29-minute period from Wednesday, 29 July 2020 at 23:22 UTC to Thursday, 06 August 2020 at 00:52 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
The graph is directed.
The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Author Description
Vertices : 4451
Unique Edges : 2753
Edges With Duplicates : 9319
Total Edges : 12072
Number of Edge Types : 5
Tweet : 3359
Retweet : 3578
MentionsInRetweet : 3724
Mentions : 1076
Replies to : 335
Self-Loops : 3700
Reciprocated Vertex Pair Ratio : 0.0204635108481262
Reciprocated Edge Ratio : 0.0401063058709833
Connected Components : 1479
Single-Vertex Connected Components : 835
Maximum Vertices in a Connected Component : 738
Maximum Edges in a Connected Component : 6342
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 7.597667
Graph Density : 0.000208967054493499
Modularity : 0.381535
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 4,451 Twitter users whose tweets in the requested range contained "marketing research", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 07 August 2020 at 09:22 UTC.
The requested start date was Friday, 07 August 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 7-day, 1-hour, 29-minute period from Wednesday, 29 July 2020 at 23:22 UTC to Thursday, 06 August 2020 at 00:52 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : marketing research
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1879] #algebra,#calculus [1841] #calculus,#statistics [1470] #statistics,#biology [1346] #essay,due [1319] #biology,#nursing [1198] #research,paper [1136] #business,law [1135] due,#assignment [1129] #nursing,#essay [1113] #math,#algebra Top Word Pairs in Tweet in G1:
[105] #calculus,#statistics [105] #essay,due [101] marketing,research [99] due,#assignment [97] #algebra,#calculus [97] market,research [95] #research,paper [88] #nursing,#essay [84] #assignment,#online [79] #statistics,#biology Top Word Pairs in Tweet in G2:
[1759] #algebra,#calculus [1714] #calculus,#statistics [1370] #statistics,#biology [1225] #biology,#nursing [1215] #essay,due [1079] #research,paper [1035] #business,law [1019] #nursing,#essay [1017] #math,#algebra [1015] due,#assignment Top Word Pairs in Tweet in G3:
[185] mobilizing,#qanon [185] #qanon,movement [185] movement,become [185] become,physical [185] physical,force [185] force,change [185] change,life [185] life,positions [184] austinsteinbart,mobilizing [184] positions,availab Top Word Pairs in Tweet in G4:
[222] artificial,intelligence [129] united,states [129] 42,states [129] states,applying [125] states,artificial [97] intelligence,startups [97] startups,42 [97] applying,artificial [97] intelligence,tech [94] antgrasso,united Top Word Pairs in Tweet in G5:
[46] interesting,marketing [46] marketing,tactic [46] tactic,chilsung [46] chilsung,cider [46] cider,seems [46] seems,notebook [46] notebook,seems [46] seems,done [45] bangtanscholars,interesting [45] done,researc Top Word Pairs in Tweet in G6:
[25] consumption,changing [25] changing,2020 [25] 2020,research [22] video,consumption [17] research,hubspot [10] noteworthy,lead [10] lead,conversion [10] conversion,trends [10] trends,research [10] research,charts Top Word Pairs in Tweet in G7:
[67] market,research [67] research,allows [67] allows,determine [67] determine,thoughts [67] thoughts,perceptions [67] perceptions,targeted [67] targeted,customers [67] customers,guide [66] dukes_mokoena,market Top Word Pairs in Tweet in G8:
[43] marketing,social [38] accepted,position [38] position,chainlink [38] chainlink,doing [38] doing,writing [38] writing,research [38] research,web [38] web,partnership [38] partnership,marketing [38] social,whatever Top Word Pairs in Tweet in G9:
[61] national,research [61] research,foundation [61] foundation,started [61] started,helping [61] helping,recognition [61] recognition,financing [61] financing,mentoring [61] mentoring,providing [61] providing,facilities [60] aish17aer,national Top Word Pairs in Tweet in G10:
[31] influencer,marketing [21] b2b,influencer [16] marketing,research [15] 2020,state [15] state,b2b [15] research,report [12] b2b,marketers [8] report,live [7] marketers,based [7] based,latest Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G5:
Top Replied-To in G8:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: